Basic Statistics

Raw Counts

Name Value
Rows 24,072
Columns 12
Discrete columns 4
Continuous columns 8
All missing columns 0
Missing observations 9,780
Complete Rows 14,292
Total observations 288,864
Memory allocation 2.2 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

QQ Plot

## Warning: Removed 435 rows containing non-finite values (stat_qq).
## Warning: Removed 435 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## Warning in cor(x = structure(list(source_sensor = c(65, 65, 65, 65, 65, : the standard
## deviation is zero

Principal Component Analysis

## Warning in plot_prcomp(data = structure(list(huc8_name = c("McCloud", "McCloud", : The following features are dropped due to zero variance:
##  * source_sensor
##  * source_author_CDEC